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Article
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SIAM Journal on Scientific and Statistical Computing
Article . 1986 . Peer-reviewed
Data sources: Crossref
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A Hamiltonian $QR$ Algorithm

A Hamiltonian QR algorithm
Authors: Byers, Ralph;

A Hamiltonian $QR$ Algorithm

Abstract

It is shown first that an algebraic Riccati equation: \(G+A^*X+XA- XFX=0_ n\) may be solved by reducing the Hamiltonian matrix \(H=\left[ \begin{matrix} A^*\quad G\\ F\quad -A\end{matrix} \right]\) to a triangular form: \(Q^*HQ=\left[ \begin{matrix} T^*_ 1\\ 0_ n\end{matrix} \begin{matrix} T_ 2\\ - T_ 1\end{matrix} \right]\) where \(T_ 1\) is lower triangular, \(T^*_ 2=T_ 2\) and Q is unitary and symplectic. The so called QR algorithm [\textit{J. Francis}, Comput. J. 4, 332-345 (1962; Zbl 0104.343)] requiring the construction at each step of a QR (unitary-triangular) factorization is modified such that one takes full advantage of the special structure of the Hamiltonian matrices in the case \(rank(F)=1\). It is shown that the proposed Hamiltonian QR algorithm preserves numerical stability and the Hamiltonian structure requiring significantly less work and storage for problems of size greater than about 20 than the general QR algorithm.

Keywords

Numerical optimization and variational techniques, symplectic matrices, Other matrix algorithms, Matrix equations and identities, Hamiltonian matrix, QR-factorization, numerical stability, algebraic Riccati equation, Control/observation systems governed by ordinary differential equations, QR algorithm

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
87
Top 10%
Top 1%
Top 10%
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